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Formal Verification of Tree Ensembles in Safety-Critical Applications
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Type: BOOK - Published: 2020-10-28 - Publisher: Linköping University Electronic Press

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In the presence of data and computational resources, machine learning can be used to synthesize software automatically. For example, machines are now capable of
ECAI 2023
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Authors: K. Gal
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Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This bo
Ensemble Machine Learning
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It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed �
PROCEEDINGS OF THE 22ND CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2022
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The Conference on Formal Methods in Computer-Aided Design (FMCAD) is an annual conference on the theory and applications of formal methods in hardware and syste
Methods and Procedures for the Verification and Validation of Artificial Neural Networks
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Neural networks are members of a class of software that have the potential to enable intelligent computational systems capable of simulating characteristics of